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In addition, we presented a complexity analysis showing that the complexity of the method we proposed increases linearly as the number of RSs grows in the network.
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Section 2 presents a complexity analysis of HEVC encoder, and Section 3 introduces basic data-level parallelisms for video encoders.
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Optimality with respect to a given criterion is vital in many applications, but it presents a complexity that requires a lot of ingenuity to provide a solution.
Indeed, the TS and SRM approaches have a complexity order of N s N a 2 floating-point operations, while the JE presents a complexity order of ( N s - 1 ) N a 2 floating-point operations.
We present a complexity analysis for EXCELLENT (which holds for EXCELLENT* too), whose pseudocode is presented in Algorithm 1.
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